data-stewardship

Same data, different analysts: variation in effect sizes due to analytical decisions in ecology and evolutionary biology
The existence of substantial variability among analysis outcomes raises important questions about how ecologists and evolutionary biologists should interpret published results, and how they should conduct analyses in the future.
Elliot Gould, Hannah S. Fraser, Timothy H Parker, Shinichi Nakagawa, Simon C. Griffith, Peter A. Vesk, Fiona Fidler, Daniel G. Hamilton, many authors, Alexis Garretson, more authors
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Same data, different analysts: variation in effect sizes due to analytical decisions in ecology and evolutionary biology
Risk Assessment for Scientific Data
The data risk assessment framework presented in this paper provides a platform from which risk assessments can begin, and a reference point for discussions of data stewardship resource allocations and priorities.
Mayernik, Matthew S.; Breseman, Kelsey; Downs, Robert R.; Duerr, Ruth; Garretson, Alexis; Hou, Chung-Yi (Sophie); Environmental Data Governance Initiative (EDGI) & Earth Science Information Partners (ESIP) Data Stewardship Committee
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Risk Assessment for Scientific Data